1275 search results - page 5 / 255 » The Infinite Hidden Markov Model |
117
Voted
NIPS
2001
15 years 5 months ago
2001
The hierarchical hidden Markov model (HHMM) is a generalization of the hidden Markov model (HMM) that models sequences with structure at many length/time scales [FST98]. Unfortuna...
127
Voted
ECML
2005
Springer
15 years 9 months ago
2005
Springer
We propose in this paper a novel approach to the induction of the structure of Hidden Markov Models. The induced model is seen as a lumped process of a Markov chain. It is construc...
182
Voted
STAIRS
2008
15 years 5 months ago
2008
This paper presents an extensive evaluation, on artificial datasets, of EDY, an unsupervised algorithm for automatically synthesizing a Structured Hidden Markov Model (S-HMM) from ...
91
Voted
ISI
2003
Springer
15 years 8 months ago
2003
Springer
141
Voted
ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
The Hidden Markov Model (HMM) has been widely used in many applications such as speech recognition. A common challenge for applying the classical HMM is to determine the structure...